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3e-6_noniid_lora20_8b – AI Model by yyyjwang | AlphaNeural AI

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yyyjwang/
3e-6_noniid_lora20_8b

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generated_from_trainer

TIGER-Lab/MathInstruct

meta-llama/Meta-Llama-3-8B

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3e-6_noniid_lora20

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the TIGER-Lab/MathInstruct default dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 3.1628923590540984e-07
train_batch_size: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1.0

Training results

Framework versions

PEFT 0.11.1
Transformers 4.45.2
Pytorch 2.5.1+cu124
Datasets 2.19.0
Tokenizers 0.20.3